Sentence examples for conditional link from inspiring English sources
Instead, they found a conditional link between the presence of H3K79me3, H3K27ac marks and enhancer activity.
The degree of mutual interference also shows variation (Supplementary Fig. S10); the complete β targets are evenly weighted with similar conditional link probabilities, whereas the partial β-links have greater differences in their conditional link probabilities.
Results: We construct a robust method to define an interference-corrected causal network based on an analysis of the conditional link probabilities that recovers links lost through interference.
For the duplicated dataset D 2 × p h o P, we calculated the conditional link probabilities for SCO4230 and SCO0000 from the MCMC samples, i.e. the probability of SCO4230 being on while SCO0000 is off, and vice versa.
BN has also been applied to predict active enhancers in Drosophila [6], and the trained BN identified a conditional link between the H3K79me3 and H3K27ac marks and enhancer activity.
By analysis of the level of interference between highly correlated regulators (computed from the posterior conditional link probabilities), we are able to correct for link suppression by near identical regulators, and thus recover regulator links that would otherwise be lost because their posterior link probabilities are reduced below threshold.
In this case such equations as (11) or (15) can be used to specify conditional links between the nodes and the corresponding conditional probability distributions.
The 6,035 gene pairs, each representing a potential conditional functional link, can be represented as a differential co-expression network.
We developed a framework for solving this problem based on the analysis of conditional posterior link probabilities that identifies the interfering sets of regulators.
Infer the network posterior distribution and the conditional posterior link distributions for regulators in the clusters (here we use MCMC samples from GRENITS).
Two numerical examples are provided in Sect. 4 to demonstrate the algorithm and its by-product (e.g., the choice probability or flow on a segment constituted by several consecutive links by propagating consecutive link conditional choice probabilities).
